library(tidyverse)
## Warning: package 'tidyverse' was built under R version 4.0.5
## -- Attaching packages --------------------------------------- tidyverse 1.3.0 --
## v ggplot2 3.3.3 v purrr 0.3.4
## v tibble 3.1.0 v dplyr 1.0.5
## v tidyr 1.1.2 v stringr 1.4.0
## v readr 1.4.0 v forcats 0.5.0
## Warning: package 'tibble' was built under R version 4.0.5
## Warning: package 'dplyr' was built under R version 4.0.5
## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()
library(haven) # to read data from .sav format from Qualtrics
library(codebook) # to generate codebook
library(here)
## here() starts at C:/Users/Nami Sunami/Documents/git/dissertation-private
# Codebook
knitr::opts_chunk$set(
warning = TRUE, # show warnings during codebook generation
message = TRUE, # show messages during codebook generation
error = FALSE, # do not interrupt codebook generation in case of errors,
# usually better for debugging
echo = TRUE # show R code
)
ggplot2::theme_set(ggplot2::theme_bw())
Download the .sav (SPSS) file from Qualtrics and load it with haven().
# Load data
s3_sav <- "Study3.sav"
s3_df <- haven::read_sav(here("data", s3_sav))
Dropping variables such as IP Address, and panel metadata from Qualtrics. In addition, I’m dropping the location information since they are not used in my study. I’m also excluding entries that had a blank condition values as unfinished responses.
s3_df <- s3_df %>%
select(-IPAddress,
-(RecipientLastName:RecipientEmail),
-ExternalReference,
-LocationLatitude,
-LocationLongitude)
# Drop Unfinished Responses (Responses without conditions are unfinished )
s3_df <- s3_df %>%
filter(parasocial != "")
Scaled variables were - On-The-Fly Measure of Social World (OTF_Social_World_1:OTF_Social_World_4) - No reversed items - Player Character Identification (PC_Identification_1:PC_Identification_6) - No reversed items
# On-the-fly Measure of Social World ----------------------------------------
s3_df$OTF_Social_World <- s3_df %>% select(OTF_Social_World_1:OTF_Social_World_4) %>% aggregate_and_document_scale()
# Player Character Identifiaction ----------------------------------------
s3_df$PC_Identification <- s3_df %>% select(PC_Identification_1:PC_Identification_6) %>% aggregate_and_document_scale()
# Enjoyment ----------------------------------------
enjoyment_rev_items <- paste0("enjoyment_", c(3)) # Reversed Item
s3_df <- s3_df %>%
# Add "R" to the reversed items variable names
rename_at(enjoyment_rev_items, add_R) %>%
# Apply function to reverse the items
mutate_at(paste0(enjoyment_rev_items, "R"), reverse_labelled_values)
# Aggregate as a scale
s3_df$Enjoyment <- s3_df %>% select(starts_with("Enjoyment_")) %>%
aggregate_and_document_scale()
s3_df <- s3_df %>%
mutate(parasocial = case_when(parasocial == "High" ~ "High Parasocial",
parasocial == "Low" ~ "Low Parasocial"),
social_world = case_when(social_world == "High" ~ "High Social World",
social_world == "Low" ~ "Low Social World"))
s3_df <- s3_df %>%
mutate(parasocial_EC = case_when(parasocial == "High Parasocial" ~ .5,
parasocial == "Low Parasocial" ~ -.5),
social_world_EC = case_when(social_world == "High Social World" ~ .5,
social_world == "Low Social World" ~ -.5))
I exported the data to a cleaned public dataset for analysis. Since the dataset will be public, and the answers to the open-ended responses could potentially be personally identifiable, I dropped the answers to the following open-ended responses. - Rejection essay - Participants’ responses about the purpose of the study - Participants’ responses to share anything about the study I exported the dataset in both .rds and .csv formats. (Study3_public.rds, Study3_public.csv)
# Drop write-in responses for the public dataset
s3_public <- s3_df %>% select(-Rejection_Essay,
-Study_Purpose,
-Share_Anything)
# Save as .rds and .csv
write_rds(s3_public, here("data_public", "Study3_public.rds"))
write_csv(s3_public, here("data_public", "Study3_public.csv"))
I use codebook to add metadata.
# Study Name
metadata(s3_df)$name <- "Nami Sunami's Dissertation - Study 3"
# Study Description
metadata(s3_df)$description <- paste0("
### Download link
[Open Science Framework](https://osf.io/XXXXX)
### Preprocessing
All rating variables (i.e., actual choice, friendship, short-term relationship etc.) were corrected for prior acquaintance, which means that dates wih prior acquaintance were excluded (set to missing) on a dyadic basis.
Variables are labeled in SPSS.
### A list of important abbreviations, prefixes and suffixes:
* PSI = Parasocial Interaction
* PC = Player Character
")
# Study Identifier
metadata(s3_df)$identifier <- "https://osf.io/jvk3u/"
# Date published
metadata(s3_df)$datePublished <- "2015-10-07"
# Creator information
metadata(s3_df)$creator <- list(
"@type" = "Person",
givenName = "Nami", familyName = "Sunami",
email = "naoyuki.sunami@gmail.com",
affiliation = list("@type" = "Organization",
name = "University of Delaware, USA"))
# Citation Information
metadata(s3_df)$citation <- "XXXXXXXXX"
# URL
metadata(s3_df)$url <- "https://osf.io/XXXXXXXX/"
# Temporal Coverage
metadata(s3_df)$temporalCoverage <- "2021"
# Spacial Coverage
metadata(s3_df)$spatialCoverage <- "Delaware, United States
# Distribution"
metadata(s3_df)$distribution = list(
list("@type" = "DataDownload",
"requiresSubscription" = "http://schema.org/True",
"encodingFormat" = "https://www.loc.gov/preservation/digital/formats/fdd/fdd000469.shtml",
contentUrl = "https://osf.io/XXXX/download")
)
codebook(s3_df)
## Loading required namespace: GPArotation
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
Dataset name: Nami Sunami’s Dissertation - Study 3
All rating variables (i.e., actual choice, friendship, short-term relationship etc.) were corrected for prior acquaintance, which means that dates wih prior acquaintance were excluded (set to missing) on a dyadic basis.
Variables are labeled in SPSS.
Temporal Coverage: 2021
Spatial Coverage: Delaware, United States # Distribution
Citation: XXXXXXXXX
Identifier: https://osf.io/jvk3u/
Date published: 2015-10-07
Creator:
| name | value |
|---|---|
| @type | Person |
| givenName | Nami |
| familyName | Sunami |
| naoyuki.sunami@gmail.com | |
| affiliation | Organization , University of Delaware, USA |
|
|
#Variables
Start Date
## 407 unique, categorical values, so not shown.
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|
| StartDate | Start Date | POSIXct | 0 | 1 | 407 | 2021-03-12 02:21:01 | 2021-03-19 12:47:07 | 2021-04-11 23:42:00 | DATETIME20 | 0 |
End Date
## 408 unique, categorical values, so not shown.
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|
| EndDate | End Date | POSIXct | 0 | 1 | 408 | 2021-03-12 03:16:15 | 2021-03-19 14:43:12 | 2021-04-12 00:29:31 | DATETIME20 | 0 |
Response Type
Distribution of values for Status
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Status | Response Type | haven_labelled | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 12 | <U+2581><U+2581><U+2581><U+2587><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| IP Address | 0 |
| Survey Preview | 1 |
| Survey Test | 2 |
| Imported | 4 |
| Spam | 8 |
| Survey Preview Spam | 9 |
| Imported Spam | 12 |
| Offline | 16 |
| Offline Survey Preview | 17 |
| EX | 32 |
| EX Spam | 40 |
| EX Offline | 48 |
Progress
Distribution of values for Progress
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Progress | Progress | numeric | 0 | 1 | 6 | 100 | 100 | 94.29412 | 19.07716 | <U+2581><U+2581><U+2581><U+2581><U+2587> | F40.2 | 0 |
Duration (in seconds)
Distribution of values for Duration_in_seconds
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Duration_in_seconds | Duration (in seconds) | numeric | 0 | 1 | 18 | 2300 | 609490 | 19431.47 | 73204.15 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Finished
Distribution of values for Finished
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Finished | Finished | haven_labelled | 0 | 1 | 0 | 1 | 1 | 0.9166667 | 0.2767247 | 2 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2587> | F40.0 | 0 |
| name | value |
|---|---|
| False | 0 |
| True | 1 |
Recorded Date
## 408 unique, categorical values, so not shown.
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|
| RecordedDate | Recorded Date | POSIXct | 0 | 1 | 408 | 2021-03-12 03:16:16 | 2021-03-19 20:56:44 | 2021-04-12 00:29:32 | DATETIME20 | 0 |
Response ID
Distribution of values for ResponseId
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ResponseId | Response ID | character | 0 | 1 | 408 | 0 | 17 | 17 | 0 | A50 | 0 |
Distribution Channel
Distribution of values for DistributionChannel
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DistributionChannel | Distribution Channel | character | 0 | 1 | 1 | 0 | 9 | 9 | 0 | A255 | 0 |
User Language
Distribution of values for UserLanguage
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| UserLanguage | User Language | character | 0 | 1 | 1 | 0 | 2 | 2 | 0 | A255 | 0 |
Q_RecaptchaScore
Distribution of values for Q_RecaptchaScore
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q_RecaptchaScore | Q_RecaptchaScore | numeric | 2 | 0.995098 | 0.4 | 1 | 1 | 0.9748768 | 0.0580282 | <U+2581><U+2581><U+2581><U+2581><U+2587> | F40.2 | 0 |
Age
Distribution of values for Age
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | Age | numeric | 2 | 0.995098 | 18 | 19 | 63 | 19.57143 | 4.407465 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Distribution of values for Race
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| Race | character | 0 | 1 | 22 | 2 | 0 | 88 | 0 | NA |
Race - Selected Choice Native American
## 1 unique, categorical values, so not shown.
407 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_1 | Race - Selected Choice Native American | factor | FALSE | 1. Native American | 407 | 0.002451 | 1 | Nat: 1 |
Race - Selected Choice Black/African-American
Distribution of values for Race_2
378 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_2 | Race - Selected Choice Black/African-American | factor | FALSE | 1. Black/African-American | 378 | 0.0735294 | 1 | Bla: 30 |
Race - Selected Choice White
Distribution of values for Race_3
93 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_3 | Race - Selected Choice White | factor | FALSE | 1. White | 93 | 0.7720588 | 1 | Whi: 315 |
Race - Selected Choice Asian
Distribution of values for Race_4
343 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_4 | Race - Selected Choice Asian | factor | FALSE | 1. Asian | 343 | 0.1593137 | 1 | Asi: 65 |
Race - Selected Choice Pacific Islander
Distribution of values for Race_5
406 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_5 | Race - Selected Choice Pacific Islander | factor | FALSE | 1. Pacific Islander | 406 | 0.004902 | 1 | Pac: 2 |
Race - Selected Choice Prefer to self-describe
Distribution of values for Race_6
394 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_6 | Race - Selected Choice Prefer to self-describe | factor | FALSE | 1. Prefer to self-describe | 394 | 0.0343137 | 1 | Pre: 14 |
Race - Prefer to self-describe - Text
## 12 unique, categorical values, so not shown.
0 missing values.
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Race_6_TEXT | Race - Prefer to self-describe - Text | factor | FALSE | 1. , 2. Ashkenazi Jewish, 3. Chinese, 4. Hispanic, 5. Hispanic/Latino, 6. Jordanian, 7. Latina, 8. Latino, 9. Latino/Latinx/Hispanic, 10. Middle eastern, 11. Middle Eastern, 12. My parents are from Central America but I was born in the U.S. |
0 | 1 | 12 | emp: 394, His: 2, Lat: 2, Mid: 2 |
Hispanic
Distribution of values for Hispanic
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hispanic | Hispanic | haven_labelled | 2 | 0.995098 | 1 | 2 | 2 | 1.91133 | 0.2846175 | 2 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2587> | F40.0 | 0 |
| name | value |
|---|---|
| Yes | 1 |
| No | 2 |
Relationship Status - Selected Choice
Distribution of values for Relationship
2 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Relationship | Relationship Status - Selected Choice | haven_labelled | 2 | 0.995098 | 1 | 2 | 7 | 2.559113 | 1.2473 | 7 | <U+2583><U+2587><U+2581><U+2586><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| Single—not interested in dating | 1 |
| Single—interested in dating | 2 |
| Dating Casually | 3 |
| Dating Exclusively | 4 |
| Engaged | 5 |
| Married | 6 |
| Other (specify): | 7 |
Relationship Status - Other (specify): - Text
Distribution of values for Relationship_7_TEXT
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Relationship_7_TEXT | Relationship Status - Other (specify): - Text | character | 0 | 1 | 1 | 408 | 0 | 0 | 0 | A255 | 0 |
Distribution of values for Gender_Identity
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| Gender_Identity | character | 0 | 1 | 7 | 2 | 0 | 34 | 0 | NA |
Gender - Selected Choice Male
Distribution of values for Gender_1
271 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_1 | Gender - Selected Choice Male | factor | FALSE | 1. Male | 271 | 0.3357843 | 1 | Mal: 137 |
Gender - Selected Choice Female
Distribution of values for Gender_2
145 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_2 | Gender - Selected Choice Female | factor | FALSE | 1. Female | 145 | 0.6446078 | 1 | Fem: 263 |
Gender - Selected Choice Nonbinary
Distribution of values for Gender_8
403 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_8 | Gender - Selected Choice Nonbinary | factor | FALSE | 1. Nonbinary | 403 | 0.0122549 | 1 | Non: 5 |
Gender - Selected Choice Unsure
## 1 unique, categorical values, so not shown.
407 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_6 | Gender - Selected Choice Unsure | factor | FALSE | 1. Unsure | 407 | 0.002451 | 1 | Uns: 1 |
Gender - Selected Choice Prefer to self-describe
## 1 unique, categorical values, so not shown.
407 missing values.
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_7 | Gender - Selected Choice Prefer to self-describe | factor | FALSE | 1. Prefer to self-describe | 407 | 0.002451 | 1 | Pre: 1 |
Gender - Prefer to self-describe - Text
Distribution of values for Gender_7_TEXT
0 missing values.
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
| name | label | data_type | ordered | value_labels | n_missing | complete_rate | n_unique | top_counts |
|---|---|---|---|---|---|---|---|---|
| Gender_7_TEXT | Gender - Prefer to self-describe - Text | factor | FALSE | 1. , 2. Demigirl |
0 | 1 | 2 | emp: 407, Dem: 1 |
Sexual Orientation - Selected Choice
Distribution of values for Sexori
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sexori | Sexual Orientation - Selected Choice | haven_labelled | 3 | 0.9926471 | 1 | 1 | 9 | 1.446914 | 1.303184 | 7 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| Heterosexual | 1 |
| Gay/lesbian | 2 |
| Bisexual | 3 |
| Asexual | 8 |
| Pansexual | 9 |
| Unsure | 5 |
| Prefer to self-describe | 6 |
Sexual Orientation - Prefer to self-describe - Text
Distribution of values for Sexori_6_TEXT
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sexori_6_TEXT | Sexual Orientation - Prefer to self-describe - Text | character | 0 | 1 | 3 | 406 | 0 | 8 | 0 | A255 | 0 |
T1 Heart
Distribution of values for T1_Heart_1
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1_Heart_1 | T1 Heart | numeric | 3 | 0.9926471 | 1 | 7 | 9 | 6.51358 | 1.857001 | <U+2581><U+2583><U+2582><U+2587><U+2586> | F40.2 | 0 |
T1 Valence
Distribution of values for T1_Valence_1
4 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1_Valence_1 | T1 Valence | numeric | 4 | 0.9901961 | 1 | 6 | 9 | 6.10396 | 1.858275 | <U+2581><U+2583><U+2582><U+2587><U+2585> | F40.2 | 0 |
T1 Arousal
Distribution of values for T1_Arousal_1
4 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1_Arousal_1 | T1 Arousal | numeric | 4 | 0.9901961 | 1 | 4 | 9 | 4.287129 | 1.761663 | <U+2582><U+2587><U+2582><U+2585><U+2581> | F40.2 | 0 |
T1 Dominance
Distribution of values for T1_Dominance_1
5 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1_Dominance_1 | T1 Dominance | numeric | 5 | 0.9877451 | 1 | 6 | 9 | 6.059553 | 1.657615 | <U+2581><U+2582><U+2583><U+2587><U+2583> | F40.2 | 0 |
Write about a time you felt rejected by a close other
Distribution of values for Rejection_Essay
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Essay | Write about a time you felt rejected by a close other | character | 0 | 1 | 402 | 7 | 0 | 1999 | 0 | A255 | 0 |
Timing - First Click
Distribution of values for Rejection_Timer_First_Click
7 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Timer_First_Click | Timing - First Click | numeric | 7 | 0.9828431 | 0.81 | 37 | 1166 | 63.21828 | 108.6172 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Last Click
Distribution of values for Rejection_Timer_Last_Click
7 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Timer_Last_Click | Timing - Last Click | numeric | 7 | 0.9828431 | 2.1 | 181 | 1515 | 187.1937 | 175.3275 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Page Submit
Distribution of values for Rejection_Timer_Page_Submit
7 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Timer_Page_Submit | Timing - Page Submit | numeric | 7 | 0.9828431 | 144 | 231 | 7966 | 297.2863 | 413.0481 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Click Count
Distribution of values for Rejection_Timer_Click_Count
7 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rejection_Timer_Click_Count | Timing - Click Count | numeric | 7 | 0.9828431 | 2 | 5 | 96 | 7.052369 | 8.629296 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - First Click
Distribution of values for RPG_Timer_First_Click
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RPG_Timer_First_Click | Timing - First Click | numeric | 34 | 0.9166667 | 1.9 | 1066 | 4428 | 987.364 | 715.6473 | <U+2587><U+2587><U+2582><U+2581><U+2581> | F40.2 | 0 |
Timing - Last Click
Distribution of values for RPG_Timer_Last_Click
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RPG_Timer_Last_Click | Timing - Last Click | numeric | 34 | 0.9166667 | 5.6 | 1443 | 9751 | 1584.341 | 722.1049 | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Page Submit
Distribution of values for RPG_Timer_Page_Submit
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RPG_Timer_Page_Submit | Timing - Page Submit | numeric | 34 | 0.9166667 | 16 | 1452 | 9752 | 1591.77 | 721.935 | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
Timing - Click Count
Distribution of values for RPG_Timer_Click_Count
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RPG_Timer_Click_Count | Timing - Click Count | numeric | 34 | 0.9166667 | 1 | 2 | 49 | 3.28877 | 4.688933 | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button.
Distribution of values for Game_Code_HH
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Game_Code_HH | After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button. | character | 0 | 1 | 3 | 312 | 0 | 7 | 0 | A255 | 0 |
After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button.
Distribution of values for Game_Code_HL
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Game_Code_HL | After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button. | character | 0 | 1 | 2 | 315 | 0 | 6 | 0 | A255 | 0 |
After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button.
Distribution of values for Game_Code_LH
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Game_Code_LH | After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button. | character | 0 | 1 | 3 | 316 | 0 | 7 | 0 | A255 | 0 |
After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button.
Distribution of values for Game_Code_LL
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Game_Code_LL | After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button. | character | 0 | 1 | 2 | 315 | 0 | 6 | 0 | A255 | 0 |
T2 Heart
Distribution of values for T2_Heart_1
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T2_Heart_1 | T2 Heart | numeric | 34 | 0.9166667 | 1 | 6 | 9 | 6.200535 | 1.892528 | <U+2581><U+2583><U+2583><U+2587><U+2586> | F40.2 | 0 |
T2 Valence
Distribution of values for T2_Valence_1
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T2_Valence_1 | T2 Valence | numeric | 34 | 0.9166667 | 1 | 6 | 9 | 5.703209 | 2.336364 | <U+2583><U+2585><U+2582><U+2587><U+2586> | F40.2 | 0 |
T2 Arousal
Distribution of values for T2_Arousal_1
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T2_Arousal_1 | T2 Arousal | numeric | 34 | 0.9166667 | 1 | 5 | 9 | 5.069519 | 1.978566 | <U+2582><U+2586><U+2583><U+2587><U+2582> | F40.2 | 0 |
T2 Dominance
Distribution of values for T2_Dominance_1
35 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T2_Dominance_1 | T2 Dominance | numeric | 35 | 0.9142157 | 1 | 6 | 9 | 6.235925 | 1.734562 | <U+2581><U+2582><U+2582><U+2587><U+2585> | F40.2 | 0 |
Did you interact with NPCs?
Distribution of values for Interact_with_NPC
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Interact_with_NPC | Did you interact with NPCs? | haven_labelled | 34 | 0.9166667 | 1 | 1 | 2 | 1.187166 | 0.390567 | 2 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2582> | F40.0 | 0 |
| name | value |
|---|---|
| Yes | 1 |
| No | 2 |
Who did you feel close to? - Selected Choice
Distribution of values for Most_Close
104 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Most_Close | Who did you feel close to? - Selected Choice | haven_labelled | 104 | 0.745098 | 1 | 3 | 6 | 2.526316 | 1.486784 | 6 | <U+2587><U+2582><U+2581><U+2586><U+2583><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| Sashu | 1 |
| Grandkid | 2 |
| Elder | 3 |
| Tenkeisei | 4 |
| Mother | 5 |
| Other (please specify) | 6 |
Who did you feel close to? - Other (please specify) - Text
Distribution of values for Most_Close_6_TEXT
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Most_Close_6_TEXT | Who did you feel close to? - Other (please specify) - Text | character | 0 | 1 | 16 | 393 | 0 | 148 | 0 | A255 | 0 |
IOS
Distribution of values for IOS
104 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IOS | IOS | haven_labelled | 104 | 0.745098 | 0 | 3 | 6 | 2.838816 | 1.634106 | 7 | <U+2582><U+2586><U+2585><U+2587><U+2581><U+2586><U+2583><U+2582> | F40.0 | 0 |
| name | value |
|---|---|
| 0 | 0 |
| 1 | 1 |
| 2 | 2 |
| 3 | 3 |
| 4 | 4 |
| 5 | 5 |
| 6 | 6 |
While playing the game, I felt completely immersed.
Distribution of values for Single_Immersion
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Single_Immersion | While playing the game, I felt completely immersed. | haven_labelled | 34 | 0.9166667 | -3 | 1 | 3 | 0.2994652 | 1.80887 | 7 | <U+2583><U+2583><U+2583><U+2583><U+2581><U+2587><U+2586><U+2582> | F40.0 | 0 |
| name | value |
|---|---|
| Strongly disagree -3 | -3 |
| -2 | -2 |
| -1 | -1 |
| 0 | 0 |
| 1 | 1 |
| 2 | 2 |
| Strongly agree 3 | 3 |
What did you write in the first essay?
Distribution of values for Attention_Rejection
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Attention_Rejection | What did you write in the first essay? | haven_labelled | 34 | 0.9166667 | 1 | 1 | 2 | 1.034759 | 0.1834151 | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| about a time I felt rejected | 1 |
| about a time I felt accepted | 2 |
| about my morning yesterday | 3 |
Who was the NPC
Distribution of values for Attention_Sashu
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Attention_Sashu | Who was the NPC | haven_labelled | 34 | 0.9166667 | 1 | 1 | 3 | 1.887701 | 0.9537332 | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2586> | F40.0 | 0 |
| name | value |
|---|---|
| Sashu | 1 |
| Akiko | 2 |
| None—I did not see any non-player character who followed me throughout the game | 3 |
What was the story that best represented the game you played?
Distribution of values for Attention_Story
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Attention_Story | What was the story that best represented the game you played? | haven_labelled | 34 | 0.9166667 | 1 | 1 | 3 | 1.901069 | 0.9950812 | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2586> | F40.0 | 0 |
| name | value |
|---|---|
| Higra answered the emperor’s call and became a Samga, fighting for good, defeating the evil boss and reuniting with her mother at the end | 1 |
| Higra prepared a special dish for grandma’s birthday | 2 |
| Higra battled evil bosses throughout the game, eventually winning, but did not reunite with her mother at the end. | 3 |
Did you wonder about the purposes?
Distribution of values for Study_Purpose
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Study_Purpose | Did you wonder about the purposes? | character | 0 | 1 | 346 | 53 | 0 | 485 | 0 | A255 | 0 |
Who was the player character?
Distribution of values for Raffle_PC
38 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Raffle_PC | Who was the player character? | haven_labelled | 38 | 0.9068627 | 1 | 1 | 3 | 1.018919 | 0.1550205 | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| Higra | 1 |
| Sashu | 2 |
| Elder | 3 |
What were the names of the enemies that you were fighting against?
Distribution of values for Raffle_Enemies
34 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Raffle_Enemies | What were the names of the enemies that you were fighting against? | haven_labelled | 34 | 0.9166667 | 1 | 1 | 3 | 1.02139 | 0.1780809 | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| name | value |
|---|---|
| Ekishin and Gakis | 1 |
| Dragon and Lizard | 2 |
| Finch and Elliot | 3 |
id
Distribution of values for id
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| id | id | character | 0 | 1 | 394 | 0 | 5 | 6 | 0 | A255 | 0 |
t_consent_submit
Distribution of values for t_consent_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_consent_submit | t_consent_submit | character | 0 | 1 | 405 | 4 | 0 | 24 | 0 | A255 | 0 |
t_generalInstructions_submit
Distribution of values for t_generalInstructions_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_generalInstructions_submit | t_generalInstructions_submit | character | 0 | 1 | 408 | 0 | 24 | 24 | 0 | A255 | 0 |
t_age_submit
Distribution of values for t_age_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_age_submit | t_age_submit | character | 0 | 1 | 407 | 2 | 0 | 24 | 0 | A255 | 0 |
t_race_submit
Distribution of values for t_race_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_race_submit | t_race_submit | character | 0 | 1 | 407 | 2 | 0 | 24 | 0 | A255 | 0 |
t_hispanic_submit
Distribution of values for t_hispanic_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_hispanic_submit | t_hispanic_submit | character | 0 | 1 | 407 | 2 | 0 | 24 | 0 | A255 | 0 |
t_relationship_submit
Distribution of values for t_relationship_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_relationship_submit | t_relationship_submit | character | 0 | 1 | 407 | 2 | 0 | 24 | 0 | A255 | 0 |
t_gender_submit
Distribution of values for t_gender_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_gender_submit | t_gender_submit | character | 0 | 1 | 407 | 2 | 0 | 24 | 0 | A255 | 0 |
t_sexori_submit
Distribution of values for t_sexori_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_sexori_submit | t_sexori_submit | character | 0 | 1 | 406 | 3 | 0 | 24 | 0 | A255 | 0 |
t_T1Heart_submit
Distribution of values for t_T1Heart_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T1Heart_submit | t_T1Heart_submit | character | 0 | 1 | 406 | 3 | 0 | 24 | 0 | A255 | 0 |
t_T1Valence_submit
Distribution of values for t_T1Valence_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T1Valence_submit | t_T1Valence_submit | character | 0 | 1 | 405 | 4 | 0 | 24 | 0 | A255 | 0 |
t_T1Arousal_submit
Distribution of values for t_T1Arousal_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T1Arousal_submit | t_T1Arousal_submit | character | 0 | 1 | 405 | 4 | 0 | 24 | 0 | A255 | 0 |
t_T1Dominance_submit
Distribution of values for t_T1Dominance_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T1Dominance_submit | t_T1Dominance_submit | character | 0 | 1 | 405 | 4 | 0 | 24 | 0 | A255 | 0 |
t_rejectionEssayIntro_submit
Distribution of values for t_rejectionEssayIntro_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_rejectionEssayIntro_submit | t_rejectionEssayIntro_submit | character | 0 | 1 | 403 | 6 | 0 | 24 | 0 | A255 | 0 |
t_rejectionEssay_submit
Distribution of values for t_rejectionEssay_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_rejectionEssay_submit | t_rejectionEssay_submit | character | 0 | 1 | 402 | 7 | 0 | 24 | 0 | A255 | 0 |
t_RPGinst_submit
Distribution of values for t_RPGinst_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_RPGinst_submit | t_RPGinst_submit | character | 0 | 1 | 388 | 21 | 0 | 24 | 0 | A255 | 0 |
t_RPGplay_submit
Distribution of values for t_RPGplay_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_RPGplay_submit | t_RPGplay_submit | character | 0 | 1 | 380 | 29 | 0 | 24 | 0 | A255 | 0 |
t_T2Heart_submit
Distribution of values for t_T2Heart_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T2Heart_submit | t_T2Heart_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_T2Valence_submit
Distribution of values for t_T2Valence_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T2Valence_submit | t_T2Valence_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_T2Arousal_submit
Distribution of values for t_T2Arousal_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T2Arousal_submit | t_T2Arousal_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_T2Dominance_submit
Distribution of values for t_T2Dominance_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_T2Dominance_submit | t_T2Dominance_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_intractCharacters_submit
Distribution of values for t_intractCharacters_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_intractCharacters_submit | t_intractCharacters_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_closestCharacter_submit
Distribution of values for t_closestCharacter_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_closestCharacter_submit | t_closestCharacter_submit | character | 0 | 1 | 306 | 103 | 0 | 24 | 0 | A255 | 0 |
t_IOS_submit
Distribution of values for t_IOS_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_IOS_submit | t_IOS_submit | character | 0 | 1 | 305 | 104 | 0 | 24 | 0 | A255 | 0 |
t_PSI_submit
Distribution of values for t_PSI_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_PSI_submit | t_PSI_submit | character | 0 | 1 | 1 | 408 | 0 | 0 | 0 | A255 | 0 |
t_singleImmersion_submit
Distribution of values for t_singleImmersion_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_singleImmersion_submit | t_singleImmersion_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_narrativeEngagement_submit
Distribution of values for t_narrativeEngagement_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_narrativeEngagement_submit | t_narrativeEngagement_submit | character | 0 | 1 | 1 | 408 | 0 | 0 | 0 | A255 | 0 |
t_otfSocialWorld_submit
Distribution of values for t_otfSocialWorld_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_otfSocialWorld_submit | t_otfSocialWorld_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_enjoyment_submit
Distribution of values for t_enjoyment_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_enjoyment_submit | t_enjoyment_submit | character | 0 | 1 | 373 | 36 | 0 | 24 | 0 | A255 | 0 |
t_PCidentification_submit
Distribution of values for t_PCidentification_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_PCidentification_submit | t_PCidentification_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_almostDone_submit
Distribution of values for t_almostDone_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_almostDone_submit | t_almostDone_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_attentionRejection_submit
Distribution of values for t_attentionRejection_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_attentionRejection_submit | t_attentionRejection_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_attentionSashu_submit
Distribution of values for t_attentionSashu_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_attentionSashu_submit | t_attentionSashu_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_attentionStory_submit
Distribution of values for t_attentionStory_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_attentionStory_submit | t_attentionStory_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_studyPurpose_submit
Distribution of values for t_studyPurpose_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_studyPurpose_submit | t_studyPurpose_submit | character | 0 | 1 | 375 | 34 | 0 | 24 | 0 | A255 | 0 |
t_raffle_submit
Distribution of values for t_raffle_submit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| t_raffle_submit | t_raffle_submit | character | 0 | 1 | 1 | 408 | 0 | 0 | 0 | A255 | 0 |
Distribution of values for attention_rejection_correct
0 missing values.
| name | data_type | n_missing | complete_rate | count | mean | label |
|---|---|---|---|---|---|---|
| attention_rejection_correct | logical | 0 | 1 | TRU: 361, FAL: 47 | 0.8848039 | NA |
Distribution of values for attention_all_correct
0 missing values.
| name | data_type | n_missing | complete_rate | count | mean | label |
|---|---|---|---|---|---|---|
| attention_all_correct | logical | 0 | 1 | TRU: 285, FAL: 123 | 0.6985294 | NA |
debug
Distribution of values for debug
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| debug | debug | character | 0 | 1 | 1 | 408 | 0 | 0 | 0 | A255 | 0 |
mobile
Distribution of values for mobile
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| mobile | mobile | character | 0 | 1 | 1 | 0 | 2 | 2 | 0 | A255 | 0 |
raffle_all_correct
Distribution of values for raffle_all_correct
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| raffle_all_correct | raffle_all_correct | character | 0 | 1 | 3 | 34 | 0 | 5 | 0 | A255 | 0 |
Reliability: .
Missing: 43.
Likert plot of scale OTF_Social_World items
Distribution of scale OTF_Social_World
## No viewer found, probably documenting or testing
| Dataframe: | res$dat |
| Items: | OTF_Social_World_1, OTF_Social_World_2, OTF_Social_World_3 & OTF_Social_World_4 |
| Observations: | 365 |
| Positive correlations: | 6 |
| Number of correlations: | 6 |
| Percentage positive correlations: | 100 |
| Omega (total): | 0.88 |
| Omega (hierarchical): | 0.84 |
| Revelle’s Omega (total): | 0.88 |
| Greatest Lower Bound (GLB): | 0.87 |
| Coefficient H: | 0.89 |
| Coefficient Alpha: | 0.86 |
(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)
Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.
2.842, 0.551, 0.357 & 0.249
| PC1 | |
|---|---|
| OTF_Social_World_1 | 0.882 |
| OTF_Social_World_2 | 0.877 |
| OTF_Social_World_3 | 0.856 |
| OTF_Social_World_4 | 0.750 |
| mean | median | var | sd | IQR | se | min | q1 | q3 | max | skew | kurt | dip | n | NA | valid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OTF_Social_World_1 | -0.0767 | 0 | 3.0765 | 1.754 | 2 | 0.0918 | -3 | -2 | 1 | 3 | -0.1741 | -0.9552 | 0.0849 | 365 | 0 | 365 |
| OTF_Social_World_2 | -0.5178 | 0 | 3.168 | 1.7799 | 3 | 0.0932 | -3 | -2 | 1 | 3 | 0.0896 | -1.0878 | 0.0973 | 365 | 0 | 365 |
| OTF_Social_World_3 | 0.3178 | 1 | 3.0526 | 1.7472 | 2 | 0.0915 | -3 | -1 | 2 | 3 | -0.4046 | -0.7338 | 0.0726 | 365 | 0 | 365 |
| OTF_Social_World_4 | -0.3945 | 0 | 3.3494 | 1.8301 | 3 | 0.0958 | -3 | -2 | 1 | 3 | 0.1412 | -1.0594 | 0.0836 | 365 | 0 | 365 |
Scatterplot
## No viewer found, probably documenting or testing
| name | label | data_type | value_labels | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OTF_Social_World_1 | OTF Social World - The video game presented stories that I immersed myself in | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
35 | 0.9142157 | -3 | 0 | 3 | -0.0536193 | 1.745137 | 7 | <U+2583><U+2583><U+2585><U+2586><U+2581><U+2587><U+2585><U+2582> | F40.0 | 0 |
| OTF_Social_World_2 | OTF Social World - The video game presented another social world where I felt like I belonged | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
37 | 0.9093137 | -3 | 0 | 3 | -0.4959569 | 1.778812 | 7 | <U+2587><U+2586><U+2586><U+2587><U+2581><U+2587><U+2585><U+2582> | F40.0 | 0 |
| OTF_Social_World_3 | OTF Social World - The video game had a social narrative that told an engaging story | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
42 | 0.8970588 | -3 | 1 | 3 | 0.3224044 | 1.746979 | 7 | <U+2582><U+2582><U+2583><U+2583><U+2581><U+2587><U+2583><U+2582> | F40.0 | 0 |
| OTF_Social_World_4 | OTF Social World - I found myself getting “lost” in the game’s story | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
42 | 0.8970588 | -3 | 0 | 3 | -0.3989071 | 1.829559 | 7 | <U+2587><U+2587><U+2587><U+2587><U+2581><U+2587><U+2585><U+2583> | F40.0 | 0 |
Reliability: .
Missing: 68.
Likert plot of scale PC_Identification items
Distribution of scale PC_Identification
## No viewer found, probably documenting or testing
| Dataframe: | res$dat |
| Items: | PC_Identification_1, PC_Identification_2, PC_Identification_3, PC_Identification_4, PC_Identification_5 & PC_Identification_6 |
| Observations: | 340 |
| Positive correlations: | 15 |
| Number of correlations: | 15 |
| Percentage positive correlations: | 100 |
| Omega (total): | 0.97 |
| Omega (hierarchical): | 0.91 |
| Revelle’s Omega (total): | 0.97 |
| Greatest Lower Bound (GLB): | 0.97 |
| Coefficient H: | 0.95 |
| Coefficient Alpha: | 0.95 |
(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)
Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.
4.813, 0.353, 0.3, 0.212, 0.184 & 0.139
| PC1 | |
|---|---|
| PC_Identification_1 | 0.869 |
| PC_Identification_2 | 0.887 |
| PC_Identification_3 | 0.916 |
| PC_Identification_4 | 0.882 |
| PC_Identification_5 | 0.923 |
| PC_Identification_6 | 0.895 |
| mean | median | var | sd | IQR | se | min | q1 | q3 | max | skew | kurt | dip | n | NA | valid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PC_Identification_1 | -0.7647 | -1 | 1.207 | 1.0986 | 2 | 0.0596 | -2 | -2 | 0 | 2 | 0.4492 | -0.7636 | 0.1338 | 340 | 0 | 340 |
| PC_Identification_2 | -0.9529 | -1 | 1.042 | 1.0208 | 2 | 0.0554 | -2 | -2 | 0 | 2 | 0.6754 | -0.3286 | 0.1529 | 340 | 0 | 340 |
| PC_Identification_3 | -0.7588 | -1 | 1.2514 | 1.1187 | 2 | 0.0607 | -2 | -2 | 0 | 2 | 0.5051 | -0.8316 | 0.1559 | 340 | 0 | 340 |
| PC_Identification_4 | -0.9294 | -1 | 1.1749 | 1.0839 | 2 | 0.0588 | -2 | -2 | 0 | 2 | 0.7538 | -0.3456 | 0.1529 | 340 | 0 | 340 |
| PC_Identification_5 | -0.8176 | -1 | 1.1761 | 1.0845 | 2 | 0.0588 | -2 | -2 | 0 | 2 | 0.5393 | -0.6715 | 0.1485 | 340 | 0 | 340 |
| PC_Identification_6 | -0.9441 | -1 | 1.0736 | 1.0361 | 2 | 0.0562 | -2 | -2 | 0 | 2 | 0.7521 | -0.132 | 0.1603 | 340 | 0 | 340 |
Scatterplot
## No viewer found, probably documenting or testing
| name | label | data_type | value_labels | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PC_Identification_1 | PCI - My character was like me in many ways | haven_labelled | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
34 | 0.9166667 | -2 | -1 | 2 | -0.7566845 | 1.106716 | 5 | <U+2587><U+2586><U+2581><U+2586><U+2581><U+2583><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_2 | PCI - My character resembled me | haven_labelled | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
57 | 0.8602941 | -2 | -1 | 2 | -0.9572650 | 1.020307 | 5 | <U+2587><U+2586><U+2581><U+2585><U+2581><U+2582><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_3 | PCI - I identified with my character | haven_labelled | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
62 | 0.8480392 | -2 | -1 | 2 | -0.7658960 | 1.116461 | 5 | <U+2587><U+2587><U+2581><U+2585><U+2581><U+2583><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_4 | PCI - My character was an extension of myself | haven_labelled | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
62 | 0.8480392 | -2 | -1 | 2 | -0.9306358 | 1.082583 | 5 | <U+2587><U+2586><U+2581><U+2583><U+2581><U+2582><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_5 | PCI - My character was similar to me | haven_labelled | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
61 | 0.8504902 | -2 | -1 | 2 | -0.8184438 | 1.085322 | 5 | <U+2587><U+2587><U+2581><U+2586><U+2581><U+2583><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_6 | PCI - I resembled my character | haven_labelled | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
66 | 0.8382353 | -2 | -1 | 2 | -0.9473684 | 1.034667 | 5 | <U+2587><U+2587><U+2581><U+2585><U+2581><U+2582><U+2581><U+2581> | F40.0 | 0 |
Reliability: .
Missing: 38.
Likert plot of scale Enjoyment items
Distribution of scale Enjoyment
## No viewer found, probably documenting or testing
| Dataframe: | res$dat |
| Items: | enjoyment_1, enjoyment_2, enjoyment_3R, enjoyment_4 & enjoyment_5 |
| Observations: | 370 |
| Positive correlations: | 10 |
| Number of correlations: | 10 |
| Percentage positive correlations: | 100 |
| Omega (total): | 0.95 |
| Omega (hierarchical): | 0.86 |
| Revelle’s Omega (total): | 0.95 |
| Greatest Lower Bound (GLB): | 0.96 |
| Coefficient H: | 0.97 |
| Coefficient Alpha: | 0.93 |
(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)
Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.
3.909, 0.427, 0.422, 0.179 & 0.063
| PC1 | |
|---|---|
| enjoyment_1 | 0.917 |
| enjoyment_2 | 0.925 |
| enjoyment_3R | 0.804 |
| enjoyment_4 | 0.889 |
| enjoyment_5 | 0.880 |
| mean | median | var | sd | IQR | se | min | q1 | q3 | max | skew | kurt | dip | n | NA | valid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| enjoyment_1 | 0.3649 | 1 | 3.6362 | 1.9069 | 3 | 0.0991 | -3 | -1 | 2 | 3 | -0.3897 | -0.9529 | 0.0824 | 370 | 0 | 370 |
| enjoyment_2 | 0.3757 | 1 | 3.6878 | 1.9204 | 3 | 0.0998 | -3 | -1 | 2 | 3 | -0.3918 | -0.962 | 0.0838 | 370 | 0 | 370 |
| enjoyment_3R | -0.3946 | -1 | 3.3723 | 1.8364 | 3 | 0.0955 | -3 | -2 | 1 | 3 | 0.2164 | -1.0465 | 0.0851 | 370 | 0 | 370 |
| enjoyment_4 | -0.8757 | -1 | 2.8951 | 1.7015 | 2 | 0.0885 | -3 | -3 | 1 | 3 | 0.3224 | -0.867 | 0.1014 | 370 | 0 | 370 |
| enjoyment_5 | -1.1108 | -1 | 3.2208 | 1.7946 | 3 | 0.0933 | -3 | -3 | 1 | 3 | 0.5858 | -0.7749 | 0.0824 | 370 | 0 | 370 |
Scatterplot
## No viewer found, probably documenting or testing
| name | label | data_type | value_labels | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| enjoyment_1 | Enjoyment - I think the game was fun. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
37 | 0.9093137 | -3 | 1 | 3 | 0.3719677 | 1.909201 | 7 | <U+2583><U+2583><U+2583><U+2583><U+2581><U+2587><U+2585><U+2585> | F40.0 | 0 |
| enjoyment_2 | Enjoyment - I enjoyed playing the game. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
38 | 0.9068627 | -3 | 1 | 3 | 0.3756757 | 1.920352 | 7 | <U+2585><U+2583><U+2583><U+2585><U+2581><U+2587><U+2586><U+2585> | F40.0 | 0 |
| enjoyment_3R | Enjoyment - I felt bored while playing the game. | haven_labelled | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
38 | 0.9068627 | -3 | -1 | 3 | -0.3945946 | 1.836390 | 7 | <U+2586><U+2587><U+2587><U+2586><U+2581><U+2586><U+2585><U+2583> | F40.0 | 0 |
| enjoyment_4 | Enjoyment - I am likely to recommend this game to others. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
38 | 0.9068627 | -3 | -1 | 3 | -0.8756757 | 1.701491 | 7 | <U+2587><U+2585><U+2586><U+2586><U+2581><U+2585><U+2582><U+2581> | F40.0 | 0 |
| enjoyment_5 | Enjoyment - If given the chance, I want to play this game again. | haven_labelled | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
37 | 0.9093137 | -3 | -1 | 3 | -1.0997305 | 1.804881 | 7 | <U+2587><U+2583><U+2583><U+2583><U+2581><U+2582><U+2582><U+2581> | F40.0 | 0 |
Distribution of values for Gender_Identity_3GP
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| Gender_Identity_3GP | character | 0 | 1 | 3 | 0 | 4 | 6 | 0 | NA |
Distribution of values for Gender_Identity_2GP_EC
9 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| Gender_Identity_2GP_EC | numeric | 9 | 0.9779412 | -0.5 | 0.5 | 0.5 | 0.1591479 | 0.4745908 | <U+2585><U+2581><U+2581><U+2581><U+2587> | NA |
Distribution of values for Race_6GP
0 missing values.
| name | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace | label |
|---|---|---|---|---|---|---|---|---|---|
| Race_6GP | character | 0 | 1 | 4 | 0 | 5 | 22 | 0 | NA |
| name | label | data_type | ordered | value_labels | scale_item_names | n_missing | complete_rate | n_unique | empty | top_counts | count | min | median | max | mean | sd | whitespace | n_value_labels | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| StartDate | Start Date | POSIXct | NA | NA | NA | 0 | 1.0000000 | 407 | NA | NA | NA | 2021-03-12 02:21:01 | 2021-03-19 12:47:07 | 2021-04-11 23:42:00 | NA | NA | NA | NA | NA | DATETIME20 | 0 |
| EndDate | End Date | POSIXct | NA | NA | NA | 0 | 1.0000000 | 408 | NA | NA | NA | 2021-03-12 03:16:15 | 2021-03-19 14:43:12 | 2021-04-12 00:29:31 | NA | NA | NA | NA | NA | DATETIME20 | 0 |
| Status | Response Type | haven_labelled | NA | 0. IP Address, 1. Survey Preview, 2. Survey Test, 4. Imported, 8. Spam, 9. Survey Preview Spam, 12. Imported Spam, 16. Offline, 17. Offline Survey Preview, 32. EX, 40. EX Spam, 48. EX Offline |
NA | 0 | 1.0000000 | NA | NA | NA | NA | 0 | 0 | 0 | 0.0000000 | 0.000000e+00 | NA | 12 | <U+2581><U+2581><U+2581><U+2587><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Progress | Progress | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 6.00 | 100.0 | 1.0e+02 | 94.2941176 | 1.907716e+01 | NA | NA | <U+2581><U+2581><U+2581><U+2581><U+2587> | F40.2 | 0 |
| Duration_in_seconds | Duration (in seconds) | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | 18.00 | 2300.0 | 6.1e+05 | 19431.4730392 | 7.320415e+04 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Finished | Finished | haven_labelled | NA | 0. False, 1. True |
NA | 0 | 1.0000000 | NA | NA | NA | NA | 0 | 1 | 1 | 0.9166667 | 2.767247e-01 | NA | 2 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2587> | F40.0 | 0 |
| RecordedDate | Recorded Date | POSIXct | NA | NA | NA | 0 | 1.0000000 | 408 | NA | NA | NA | 2021-03-12 03:16:16 | 2021-03-19 20:56:44 | 2021-04-12 00:29:32 | NA | NA | NA | NA | NA | DATETIME20 | 0 |
| ResponseId | Response ID | character | NA | NA | NA | 0 | 1.0000000 | 408 | 0 | NA | NA | 17 | NA | 17 | NA | NA | 0 | NA | NA | A50 | 0 |
| DistributionChannel | Distribution Channel | character | NA | NA | NA | 0 | 1.0000000 | 1 | 0 | NA | NA | 9 | NA | 9 | NA | NA | 0 | NA | NA | A255 | 0 |
| UserLanguage | User Language | character | NA | NA | NA | 0 | 1.0000000 | 1 | 0 | NA | NA | 2 | NA | 2 | NA | NA | 0 | NA | NA | A255 | 0 |
| Q_RecaptchaScore | Q_RecaptchaScore | numeric | NA | NA | NA | 2 | 0.9950980 | NA | NA | NA | NA | 0.40 | 1.0 | 1.0e+00 | 0.9748768 | 5.802820e-02 | NA | NA | <U+2581><U+2581><U+2581><U+2581><U+2587> | F40.2 | 0 |
| Age | Age | numeric | NA | NA | NA | 2 | 0.9950980 | NA | NA | NA | NA | 18.00 | 19.0 | 6.3e+01 | 19.5714286 | 4.407465e+00 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Race | NA | character | NA | NA | NA | 0 | 1.0000000 | 22 | 2 | NA | NA | 0 | NA | 88 | NA | NA | 0 | NA | NA | NA | NA |
| Race_1 | Race - Selected Choice Native American | factor | FALSE | 1. Native American | NA | 407 | 0.0024510 | 1 | NA | Nat: 1 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_2 | Race - Selected Choice Black/African-American | factor | FALSE | 1. Black/African-American | NA | 378 | 0.0735294 | 1 | NA | Bla: 30 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_3 | Race - Selected Choice White | factor | FALSE | 1. White | NA | 93 | 0.7720588 | 1 | NA | Whi: 315 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_4 | Race - Selected Choice Asian | factor | FALSE | 1. Asian | NA | 343 | 0.1593137 | 1 | NA | Asi: 65 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_5 | Race - Selected Choice Pacific Islander | factor | FALSE | 1. Pacific Islander | NA | 406 | 0.0049020 | 1 | NA | Pac: 2 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_6 | Race - Selected Choice Prefer to self-describe | factor | FALSE | 1. Prefer to self-describe | NA | 394 | 0.0343137 | 1 | NA | Pre: 14 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Race_6_TEXT | Race - Prefer to self-describe - Text | factor | FALSE | 1. , 2. Ashkenazi Jewish, 3. Chinese, 4. Hispanic, 5. Hispanic/Latino, 6. Jordanian, 7. Latina, 8. Latino, 9. Latino/Latinx/Hispanic, 10. Middle eastern, 11. Middle Eastern, 12. My parents are from Central America but I was born in the U.S. |
NA | 0 | 1.0000000 | 12 | NA | emp: 394, His: 2, Lat: 2, Mid: 2 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Hispanic | Hispanic | haven_labelled | NA | 1. Yes, 2. No |
NA | 2 | 0.9950980 | NA | NA | NA | NA | 1 | 2 | 2 | 1.9113300 | 2.846175e-01 | NA | 2 | <U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2587> | F40.0 | 0 |
| Relationship | Relationship Status - Selected Choice | haven_labelled | NA | 1. Single—not interested in dating, 2. Single—interested in dating, 3. Dating Casually, 4. Dating Exclusively, 5. Engaged, 6. Married, 7. Other (specify): |
NA | 2 | 0.9950980 | NA | NA | NA | NA | 1 | 2 | 7 | 2.5591133 | 1.247300e+00 | NA | 7 | <U+2583><U+2587><U+2581><U+2586><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Relationship_7_TEXT | Relationship Status - Other (specify): - Text | character | NA | NA | NA | 0 | 1.0000000 | 1 | 408 | NA | NA | 0 | NA | 0 | NA | NA | 0 | NA | NA | A255 | 0 |
| Gender_Identity | NA | character | NA | NA | NA | 0 | 1.0000000 | 7 | 2 | NA | NA | 0 | NA | 34 | NA | NA | 0 | NA | NA | NA | NA |
| Gender_1 | Gender - Selected Choice Male | factor | FALSE | 1. Male | NA | 271 | 0.3357843 | 1 | NA | Mal: 137 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_2 | Gender - Selected Choice Female | factor | FALSE | 1. Female | NA | 145 | 0.6446078 | 1 | NA | Fem: 263 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_8 | Gender - Selected Choice Nonbinary | factor | FALSE | 1. Nonbinary | NA | 403 | 0.0122549 | 1 | NA | Non: 5 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_6 | Gender - Selected Choice Unsure | factor | FALSE | 1. Unsure | NA | 407 | 0.0024510 | 1 | NA | Uns: 1 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_7 | Gender - Selected Choice Prefer to self-describe | factor | FALSE | 1. Prefer to self-describe | NA | 407 | 0.0024510 | 1 | NA | Pre: 1 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Gender_7_TEXT | Gender - Prefer to self-describe - Text | factor | FALSE | 1. , 2. Demigirl |
NA | 0 | 1.0000000 | 2 | NA | emp: 407, Dem: 1 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| Sexori | Sexual Orientation - Selected Choice | haven_labelled | NA | 1. Heterosexual, 2. Gay/lesbian, 3. Bisexual, 8. Asexual, 9. Pansexual, 5. Unsure, 6. Prefer to self-describe |
NA | 3 | 0.9926471 | NA | NA | NA | NA | 1 | 1 | 9 | 1.4469136 | 1.303184e+00 | NA | 7 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Sexori_6_TEXT | Sexual Orientation - Prefer to self-describe - Text | character | NA | NA | NA | 0 | 1.0000000 | 3 | 406 | NA | NA | 0 | NA | 8 | NA | NA | 0 | NA | NA | A255 | 0 |
| T1_Heart_1 | T1 Heart | numeric | NA | NA | NA | 3 | 0.9926471 | NA | NA | NA | NA | 1.00 | 7.0 | 9.0e+00 | 6.5135802 | 1.857001e+00 | NA | NA | <U+2581><U+2583><U+2582><U+2587><U+2586> | F40.2 | 0 |
| T1_Valence_1 | T1 Valence | numeric | NA | NA | NA | 4 | 0.9901961 | NA | NA | NA | NA | 1.00 | 6.0 | 9.0e+00 | 6.1039604 | 1.858275e+00 | NA | NA | <U+2581><U+2583><U+2582><U+2587><U+2585> | F40.2 | 0 |
| T1_Arousal_1 | T1 Arousal | numeric | NA | NA | NA | 4 | 0.9901961 | NA | NA | NA | NA | 1.00 | 4.0 | 9.0e+00 | 4.2871287 | 1.761663e+00 | NA | NA | <U+2582><U+2587><U+2582><U+2585><U+2581> | F40.2 | 0 |
| T1_Dominance_1 | T1 Dominance | numeric | NA | NA | NA | 5 | 0.9877451 | NA | NA | NA | NA | 1.00 | 6.0 | 9.0e+00 | 6.0595533 | 1.657615e+00 | NA | NA | <U+2581><U+2582><U+2583><U+2587><U+2583> | F40.2 | 0 |
| Rejection_Essay | Write about a time you felt rejected by a close other | character | NA | NA | NA | 0 | 1.0000000 | 402 | 7 | NA | NA | 0 | NA | 1999 | NA | NA | 0 | NA | NA | A255 | 0 |
| Rejection_Timer_First_Click | Timing - First Click | numeric | NA | NA | NA | 7 | 0.9828431 | NA | NA | NA | NA | 0.81 | 37.4 | 1.2e+03 | 63.2182768 | 1.086172e+02 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Rejection_Timer_Last_Click | Timing - Last Click | numeric | NA | NA | NA | 7 | 0.9828431 | NA | NA | NA | NA | 2.12 | 180.6 | 1.5e+03 | 187.1937307 | 1.753275e+02 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Rejection_Timer_Page_Submit | Timing - Page Submit | numeric | NA | NA | NA | 7 | 0.9828431 | NA | NA | NA | NA | 144.44 | 231.4 | 8.0e+03 | 297.2862544 | 4.130481e+02 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Rejection_Timer_Click_Count | Timing - Click Count | numeric | NA | NA | NA | 7 | 0.9828431 | NA | NA | NA | NA | 2.00 | 5.0 | 9.6e+01 | 7.0523691 | 8.629296e+00 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| RPG_Timer_First_Click | Timing - First Click | numeric | NA | NA | NA | 34 | 0.9166667 | NA | NA | NA | NA | 1.94 | 1066.4 | 4.4e+03 | 987.3640107 | 7.156473e+02 | NA | NA | <U+2587><U+2587><U+2582><U+2581><U+2581> | F40.2 | 0 |
| RPG_Timer_Last_Click | Timing - Last Click | numeric | NA | NA | NA | 34 | 0.9166667 | NA | NA | NA | NA | 5.57 | 1443.2 | 9.8e+03 | 1584.3406150 | 7.221049e+02 | NA | NA | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
| RPG_Timer_Page_Submit | Timing - Page Submit | numeric | NA | NA | NA | 34 | 0.9166667 | NA | NA | NA | NA | 16.25 | 1452.4 | 9.8e+03 | 1591.7701658 | 7.219350e+02 | NA | NA | <U+2587><U+2582><U+2581><U+2581><U+2581> | F40.2 | 0 |
| RPG_Timer_Click_Count | Timing - Click Count | numeric | NA | NA | NA | 34 | 0.9166667 | NA | NA | NA | NA | 1.00 | 2.0 | 4.9e+01 | 3.2887701 | 4.688933e+00 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2581> | F40.2 | 0 |
| Game_Code_HH | After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button. | character | NA | NA | NA | 0 | 1.0000000 | 3 | 312 | NA | NA | 0 | NA | 7 | NA | NA | 0 | NA | NA | A255 | 0 |
| Game_Code_HL | After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button. | character | NA | NA | NA | 0 | 1.0000000 | 2 | 315 | NA | NA | 0 | NA | 6 | NA | NA | 0 | NA | NA | A255 | 0 |
| Game_Code_LH | After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button. | character | NA | NA | NA | 0 | 1.0000000 | 3 | 316 | NA | NA | 0 | NA | 7 | NA | NA | 0 | NA | NA | A255 | 0 |
| Game_Code_LL | After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button. | character | NA | NA | NA | 0 | 1.0000000 | 2 | 315 | NA | NA | 0 | NA | 6 | NA | NA | 0 | NA | NA | A255 | 0 |
| T2_Heart_1 | T2 Heart | numeric | NA | NA | NA | 34 | 0.9166667 | NA | NA | NA | NA | 1.00 | 6.0 | 9.0e+00 | 6.2005348 | 1.892528e+00 | NA | NA | <U+2581><U+2583><U+2583><U+2587><U+2586> | F40.2 | 0 |
| T2_Valence_1 | T2 Valence | numeric | NA | NA | NA | 34 | 0.9166667 | NA | NA | NA | NA | 1.00 | 6.0 | 9.0e+00 | 5.7032086 | 2.336364e+00 | NA | NA | <U+2583><U+2585><U+2582><U+2587><U+2586> | F40.2 | 0 |
| T2_Arousal_1 | T2 Arousal | numeric | NA | NA | NA | 34 | 0.9166667 | NA | NA | NA | NA | 1.00 | 5.0 | 9.0e+00 | 5.0695187 | 1.978566e+00 | NA | NA | <U+2582><U+2586><U+2583><U+2587><U+2582> | F40.2 | 0 |
| T2_Dominance_1 | T2 Dominance | numeric | NA | NA | NA | 35 | 0.9142157 | NA | NA | NA | NA | 1.00 | 6.0 | 9.0e+00 | 6.2359249 | 1.734562e+00 | NA | NA | <U+2581><U+2582><U+2582><U+2587><U+2585> | F40.2 | 0 |
| Interact_with_NPC | Did you interact with NPCs? | haven_labelled | NA | 1. Yes, 2. No |
NA | 34 | 0.9166667 | NA | NA | NA | NA | 1 | 1 | 2 | 1.1871658 | 3.905670e-01 | NA | 2 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2582> | F40.0 | 0 |
| Most_Close | Who did you feel close to? - Selected Choice | haven_labelled | NA | 1. Sashu, 2. Grandkid, 3. Elder, 4. Tenkeisei, 5. Mother, 6. Other (please specify) |
NA | 104 | 0.7450980 | NA | NA | NA | NA | 1 | 3 | 6 | 2.5263158 | 1.486784e+00 | NA | 6 | <U+2587><U+2582><U+2581><U+2586><U+2583><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Most_Close_6_TEXT | Who did you feel close to? - Other (please specify) - Text | character | NA | NA | NA | 0 | 1.0000000 | 16 | 393 | NA | NA | 0 | NA | 148 | NA | NA | 0 | NA | NA | A255 | 0 |
| IOS | IOS | haven_labelled | NA | 0. 0, 1. 1, 2. 2, 3. 3, 4. 4, 5. 5, 6. 6 |
NA | 104 | 0.7450980 | NA | NA | NA | NA | 0 | 3 | 6 | 2.8388158 | 1.634106e+00 | NA | 7 | <U+2582><U+2586><U+2585><U+2587><U+2581><U+2586><U+2583><U+2582> | F40.0 | 0 |
| Single_Immersion | While playing the game, I felt completely immersed. | haven_labelled | NA | -3. Strongly disagree -3, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. Strongly agree 3 |
NA | 34 | 0.9166667 | NA | NA | NA | NA | -3 | 1 | 3 | 0.2994652 | 1.808870e+00 | NA | 7 | <U+2583><U+2583><U+2583><U+2583><U+2581><U+2587><U+2586><U+2582> | F40.0 | 0 |
| OTF_Social_World_1 | OTF Social World - The video game presented stories that I immersed myself in | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 35 | 0.9142157 | NA | NA | NA | NA | -3 | 0 | 3 | -0.0536193 | 1.745137e+00 | NA | 7 | <U+2583><U+2583><U+2585><U+2586><U+2581><U+2587><U+2585><U+2582> | F40.0 | 0 |
| OTF_Social_World_2 | OTF Social World - The video game presented another social world where I felt like I belonged | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 37 | 0.9093137 | NA | NA | NA | NA | -3 | 0 | 3 | -0.4959569 | 1.778812e+00 | NA | 7 | <U+2587><U+2586><U+2586><U+2587><U+2581><U+2587><U+2585><U+2582> | F40.0 | 0 |
| OTF_Social_World_3 | OTF Social World - The video game had a social narrative that told an engaging story | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 42 | 0.8970588 | NA | NA | NA | NA | -3 | 1 | 3 | 0.3224044 | 1.746979e+00 | NA | 7 | <U+2582><U+2582><U+2583><U+2583><U+2581><U+2587><U+2583><U+2582> | F40.0 | 0 |
| OTF_Social_World_4 | OTF Social World - I found myself getting “lost” in the game’s story | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 42 | 0.8970588 | NA | NA | NA | NA | -3 | 0 | 3 | -0.3989071 | 1.829559e+00 | NA | 7 | <U+2587><U+2587><U+2587><U+2587><U+2581><U+2587><U+2585><U+2583> | F40.0 | 0 |
| enjoyment_1 | Enjoyment - I think the game was fun. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 37 | 0.9093137 | NA | NA | NA | NA | -3 | 1 | 3 | 0.3719677 | 1.909201e+00 | NA | 7 | <U+2583><U+2583><U+2583><U+2583><U+2581><U+2587><U+2585><U+2585> | F40.0 | 0 |
| enjoyment_2 | Enjoyment - I enjoyed playing the game. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 38 | 0.9068627 | NA | NA | NA | NA | -3 | 1 | 3 | 0.3756757 | 1.920352e+00 | NA | 7 | <U+2585><U+2583><U+2583><U+2585><U+2581><U+2587><U+2586><U+2585> | F40.0 | 0 |
| enjoyment_3R | Enjoyment - I felt bored while playing the game. | haven_labelled | NA | 3. -3 Strongly disagree, 2. -2, 1. -1, 0. 0, -1. 1, -2. 2, -3. 3 Strongly agree |
NA | 38 | 0.9068627 | NA | NA | NA | NA | -3 | -1 | 3 | -0.3945946 | 1.836390e+00 | NA | 7 | <U+2586><U+2587><U+2587><U+2586><U+2581><U+2586><U+2585><U+2583> | F40.0 | 0 |
| enjoyment_4 | Enjoyment - I am likely to recommend this game to others. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 38 | 0.9068627 | NA | NA | NA | NA | -3 | -1 | 3 | -0.8756757 | 1.701491e+00 | NA | 7 | <U+2587><U+2585><U+2586><U+2586><U+2581><U+2585><U+2582><U+2581> | F40.0 | 0 |
| enjoyment_5 | Enjoyment - If given the chance, I want to play this game again. | haven_labelled | NA | -3. -3 Strongly disagree, -2. -2, -1. -1, 0. 0, 1. 1, 2. 2, 3. 3 Strongly agree |
NA | 37 | 0.9093137 | NA | NA | NA | NA | -3 | -1 | 3 | -1.0997305 | 1.804881e+00 | NA | 7 | <U+2587><U+2583><U+2583><U+2583><U+2581><U+2582><U+2582><U+2581> | F40.0 | 0 |
| PC_Identification_1 | PCI - My character was like me in many ways | haven_labelled | NA | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
NA | 34 | 0.9166667 | NA | NA | NA | NA | -2 | -1 | 2 | -0.7566845 | 1.106716e+00 | NA | 5 | <U+2587><U+2586><U+2581><U+2586><U+2581><U+2583><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_2 | PCI - My character resembled me | haven_labelled | NA | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
NA | 57 | 0.8602941 | NA | NA | NA | NA | -2 | -1 | 2 | -0.9572650 | 1.020307e+00 | NA | 5 | <U+2587><U+2586><U+2581><U+2585><U+2581><U+2582><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_3 | PCI - I identified with my character | haven_labelled | NA | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
NA | 62 | 0.8480392 | NA | NA | NA | NA | -2 | -1 | 2 | -0.7658960 | 1.116461e+00 | NA | 5 | <U+2587><U+2587><U+2581><U+2585><U+2581><U+2583><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_4 | PCI - My character was an extension of myself | haven_labelled | NA | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
NA | 62 | 0.8480392 | NA | NA | NA | NA | -2 | -1 | 2 | -0.9306358 | 1.082583e+00 | NA | 5 | <U+2587><U+2586><U+2581><U+2583><U+2581><U+2582><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_5 | PCI - My character was similar to me | haven_labelled | NA | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
NA | 61 | 0.8504902 | NA | NA | NA | NA | -2 | -1 | 2 | -0.8184438 | 1.085322e+00 | NA | 5 | <U+2587><U+2587><U+2581><U+2586><U+2581><U+2583><U+2581><U+2581> | F40.0 | 0 |
| PC_Identification_6 | PCI - I resembled my character | haven_labelled | NA | -2. -2 Strongly disagree, -1. -1, 0. 0, 1. 1, 2. 2 Strongly agree |
NA | 66 | 0.8382353 | NA | NA | NA | NA | -2 | -1 | 2 | -0.9473684 | 1.034667e+00 | NA | 5 | <U+2587><U+2587><U+2581><U+2585><U+2581><U+2582><U+2581><U+2581> | F40.0 | 0 |
| Attention_Rejection | What did you write in the first essay? | haven_labelled | NA | 1. about a time I felt rejected, 2. about a time I felt accepted, 3. about my morning yesterday |
NA | 34 | 0.9166667 | NA | NA | NA | NA | 1 | 1 | 2 | 1.0347594 | 1.834151e-01 | NA | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Attention_Sashu | Who was the NPC | haven_labelled | NA | 1. Sashu, 2. Akiko, 3. None—I did not see any non-player character who followed me throughout the game |
NA | 34 | 0.9166667 | NA | NA | NA | NA | 1 | 1 | 3 | 1.8877005 | 9.537332e-01 | NA | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2586> | F40.0 | 0 |
| Attention_Story | What was the story that best represented the game you played? | haven_labelled | NA | 1. Higra answered the emperor’s call and became a Samga, fighting for good, defeating the evil boss and reuniting with her mother at the end, 2. Higra prepared a special dish for grandma’s birthday, 3. Higra battled evil bosses throughout the game, eventually winning, but did not reunite with her mother at the end. |
NA | 34 | 0.9166667 | NA | NA | NA | NA | 1 | 1 | 3 | 1.9010695 | 9.950812e-01 | NA | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2586> | F40.0 | 0 |
| Study_Purpose | Did you wonder about the purposes? | character | NA | NA | NA | 0 | 1.0000000 | 346 | 53 | NA | NA | 0 | NA | 485 | NA | NA | 0 | NA | NA | A255 | 0 |
| Share_Anything | Is there anything you’d like to share? | character | NA | NA | NA | 0 | 1.0000000 | 219 | 111 | NA | NA | 0 | NA | 586 | NA | NA | 0 | NA | NA | A255 | 0 |
| Raffle_PC | Who was the player character? | haven_labelled | NA | 1. Higra, 2. Sashu, 3. Elder |
NA | 38 | 0.9068627 | NA | NA | NA | NA | 1 | 1 | 3 | 1.0189189 | 1.550205e-01 | NA | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| Raffle_Enemies | What were the names of the enemies that you were fighting against? | haven_labelled | NA | 1. Ekishin and Gakis, 2. Dragon and Lizard, 3. Finch and Elliot |
NA | 34 | 0.9166667 | NA | NA | NA | NA | 1 | 1 | 3 | 1.0213904 | 1.780809e-01 | NA | 3 | <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581> | F40.0 | 0 |
| id | id | character | NA | NA | NA | 0 | 1.0000000 | 394 | 0 | NA | NA | 5 | NA | 6 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_consent_submit | t_consent_submit | character | NA | NA | NA | 0 | 1.0000000 | 405 | 4 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_generalInstructions_submit | t_generalInstructions_submit | character | NA | NA | NA | 0 | 1.0000000 | 408 | 0 | NA | NA | 24 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_age_submit | t_age_submit | character | NA | NA | NA | 0 | 1.0000000 | 407 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_race_submit | t_race_submit | character | NA | NA | NA | 0 | 1.0000000 | 407 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_hispanic_submit | t_hispanic_submit | character | NA | NA | NA | 0 | 1.0000000 | 407 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_relationship_submit | t_relationship_submit | character | NA | NA | NA | 0 | 1.0000000 | 407 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_gender_submit | t_gender_submit | character | NA | NA | NA | 0 | 1.0000000 | 407 | 2 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_sexori_submit | t_sexori_submit | character | NA | NA | NA | 0 | 1.0000000 | 406 | 3 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T1Heart_submit | t_T1Heart_submit | character | NA | NA | NA | 0 | 1.0000000 | 406 | 3 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T1Valence_submit | t_T1Valence_submit | character | NA | NA | NA | 0 | 1.0000000 | 405 | 4 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T1Arousal_submit | t_T1Arousal_submit | character | NA | NA | NA | 0 | 1.0000000 | 405 | 4 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T1Dominance_submit | t_T1Dominance_submit | character | NA | NA | NA | 0 | 1.0000000 | 405 | 4 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_rejectionEssayIntro_submit | t_rejectionEssayIntro_submit | character | NA | NA | NA | 0 | 1.0000000 | 403 | 6 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_rejectionEssay_submit | t_rejectionEssay_submit | character | NA | NA | NA | 0 | 1.0000000 | 402 | 7 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_RPGinst_submit | t_RPGinst_submit | character | NA | NA | NA | 0 | 1.0000000 | 388 | 21 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_RPGplay_submit | t_RPGplay_submit | character | NA | NA | NA | 0 | 1.0000000 | 380 | 29 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T2Heart_submit | t_T2Heart_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T2Valence_submit | t_T2Valence_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T2Arousal_submit | t_T2Arousal_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_T2Dominance_submit | t_T2Dominance_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_intractCharacters_submit | t_intractCharacters_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_closestCharacter_submit | t_closestCharacter_submit | character | NA | NA | NA | 0 | 1.0000000 | 306 | 103 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_IOS_submit | t_IOS_submit | character | NA | NA | NA | 0 | 1.0000000 | 305 | 104 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_PSI_submit | t_PSI_submit | character | NA | NA | NA | 0 | 1.0000000 | 1 | 408 | NA | NA | 0 | NA | 0 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_singleImmersion_submit | t_singleImmersion_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_narrativeEngagement_submit | t_narrativeEngagement_submit | character | NA | NA | NA | 0 | 1.0000000 | 1 | 408 | NA | NA | 0 | NA | 0 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_otfSocialWorld_submit | t_otfSocialWorld_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_enjoyment_submit | t_enjoyment_submit | character | NA | NA | NA | 0 | 1.0000000 | 373 | 36 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_PCidentification_submit | t_PCidentification_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_almostDone_submit | t_almostDone_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_attentionRejection_submit | t_attentionRejection_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_attentionSashu_submit | t_attentionSashu_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_attentionStory_submit | t_attentionStory_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_studyPurpose_submit | t_studyPurpose_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_shareAnything_submit | t_shareAnything_submit | character | NA | NA | NA | 0 | 1.0000000 | 375 | 34 | NA | NA | 0 | NA | 24 | NA | NA | 0 | NA | NA | A255 | 0 |
| t_raffle_submit | t_raffle_submit | character | NA | NA | NA | 0 | 1.0000000 | 1 | 408 | NA | NA | 0 | NA | 0 | NA | NA | 0 | NA | NA | A255 | 0 |
| attention_rejection_correct | NA | logical | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | TRU: 361, FAL: 47 | NA | NA | NA | 0.8848039 | NA | NA | NA | NA | NA | NA |
| attention_parasocial_correct | NA | logical | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | TRU: 324, FAL: 84 | NA | NA | NA | 0.7941176 | NA | NA | NA | NA | NA | NA |
| attention_social_world_correct | NA | logical | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | TRU: 329, FAL: 79 | NA | NA | NA | 0.8063725 | NA | NA | NA | NA | NA | NA |
| attention_all_correct | NA | logical | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | TRU: 285, FAL: 123 | NA | NA | NA | 0.6985294 | NA | NA | NA | NA | NA | NA |
| parasocial | NA | character | NA | NA | NA | 0 | 1.0000000 | 2 | 0 | NA | NA | 14 | NA | 15 | NA | NA | 0 | NA | NA | NA | NA |
| social_world | NA | character | NA | NA | NA | 0 | 1.0000000 | 2 | 0 | NA | NA | 16 | NA | 17 | NA | NA | 0 | NA | NA | NA | NA |
| debug | debug | character | NA | NA | NA | 0 | 1.0000000 | 1 | 408 | NA | NA | 0 | NA | 0 | NA | NA | 0 | NA | NA | A255 | 0 |
| mobile | mobile | character | NA | NA | NA | 0 | 1.0000000 | 1 | 0 | NA | NA | 2 | NA | 2 | NA | NA | 0 | NA | NA | A255 | 0 |
| raffle_all_correct | raffle_all_correct | character | NA | NA | NA | 0 | 1.0000000 | 3 | 34 | NA | NA | 0 | NA | 5 | NA | NA | 0 | NA | NA | A255 | 0 |
| OTF_Social_World | 4 OTF_Social_World items aggregated by rowMeans | numeric | NA | NA | OTF_Social_World_1, OTF_Social_World_2, OTF_Social_World_3, OTF_Social_World_4 | 43 | 0.8946078 | NA | NA | NA | NA | -3.00 | 0.0 | 3.0e+00 | -0.1678082 | 1.494986e+00 | NA | NA | <U+2585><U+2586><U+2587><U+2586><U+2582> | NA | NA |
| PC_Identification | 6 PC_Identification items aggregated by rowMeans | numeric | NA | NA | PC_Identification_1, PC_Identification_2, PC_Identification_3, PC_Identification_4, PC_Identification_5, PC_Identification_6 | 68 | 0.8333333 | NA | NA | NA | NA | -2.00 | -1.0 | 2.0e+00 | -0.8612745 | 9.616305e-01 | NA | NA | <U+2587><U+2586><U+2585><U+2582><U+2581> | NA | NA |
| Enjoyment | 5 enjoyment items aggregated by rowMeans | numeric | NA | NA | enjoyment_1, enjoyment_2, enjoyment_3R, enjoyment_4, enjoyment_5 | 38 | 0.9068627 | NA | NA | NA | NA | -3.00 | -0.4 | 3.0e+00 | -0.3281081 | 1.619100e+00 | NA | NA | <U+2587><U+2586><U+2587><U+2586><U+2583> | NA | NA |
| Gender_Identity_3GP | NA | character | NA | NA | NA | 0 | 1.0000000 | 3 | 0 | NA | NA | 4 | NA | 6 | NA | NA | 0 | NA | NA | NA | NA |
| Gender_Identity_2GP_EC | NA | numeric | NA | NA | NA | 9 | 0.9779412 | NA | NA | NA | NA | -0.50 | 0.5 | 5.0e-01 | 0.1591479 | 4.745908e-01 | NA | NA | <U+2585><U+2581><U+2581><U+2581><U+2587> | NA | NA |
| Race_6GP | NA | character | NA | NA | NA | 0 | 1.0000000 | 4 | 0 | NA | NA | 5 | NA | 22 | NA | NA | 0 | NA | NA | NA | NA |
| parasocial_MC_group | NA | factor | TRUE | 1. No Interaction with NPC, 2. No Parasocial Relationship with NPC, 3. Formed Parasocial Relationship with NPC |
NA | 34 | 0.9166667 | 3 | NA | For: 284, No : 70, No : 20 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| parasocial_EC | NA | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | -0.50 | 0.5 | 5.0e-01 | 0.0024510 | 5.006079e-01 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2587> | NA | NA |
| social_world_EC | NA | numeric | NA | NA | NA | 0 | 1.0000000 | NA | NA | NA | NA | -0.50 | 0.0 | 5.0e-01 | 0.0000000 | 5.006139e-01 | NA | NA | <U+2587><U+2581><U+2581><U+2581><U+2587> | NA | NA |
The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.
{
"name": "Nami Sunami's Dissertation - Study 3",
"description": "\n\n### Download link\n[Open Science Framework](https://osf.io/XXXXX)\n\n### Preprocessing\nAll rating variables (i.e., actual choice, friendship, short-term relationship etc.) were corrected for prior acquaintance, which means that dates wih prior acquaintance were excluded (set to missing) on a dyadic basis.\n\nVariables are labeled in SPSS. \n\n### A list of important abbreviations, prefixes and suffixes:\n\n* PSI = Parasocial Interaction \n* PC = Player Character\n\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
"identifier": "https://osf.io/jvk3u/",
"datePublished": "2015-10-07",
"creator": {
"@type": "Person",
"givenName": "Nami",
"familyName": "Sunami",
"email": "naoyuki.sunami@gmail.com",
"affiliation": {
"@type": "Organization",
"name": "University of Delaware, USA"
}
},
"citation": "XXXXXXXXX",
"url": "https://osf.io/XXXXXXXX/",
"temporalCoverage": "2021",
"spatialCoverage": "Delaware, United States\n# Distribution",
"distribution": [
{
"@type": "DataDownload",
"requiresSubscription": "http://schema.org/True",
"encodingFormat": "https://www.loc.gov/preservation/digital/formats/fdd/fdd000469.shtml",
"contentUrl": "https://osf.io/XXXX/download"
}
],
"keywords": ["StartDate", "EndDate", "Status", "Progress", "Duration__in_seconds_", "Finished", "RecordedDate", "ResponseId", "DistributionChannel", "UserLanguage", "Q_RecaptchaScore", "Age", "Race", "Race_1", "Race_2", "Race_3", "Race_4", "Race_5", "Race_6", "Race_6_TEXT", "Hispanic", "Relationship", "Relationship_7_TEXT", "Gender_Identity", "Gender_1", "Gender_2", "Gender_8", "Gender_6", "Gender_7", "Gender_7_TEXT", "Sexori", "Sexori_6_TEXT", "T1_Heart_1", "T1_Valence_1", "T1_Arousal_1", "T1_Dominance_1", "Rejection_Essay", "Rejection_Timer_First_Click", "Rejection_Timer_Last_Click", "Rejection_Timer_Page_Submit", "Rejection_Timer_Click_Count", "RPG_Timer_First_Click", "RPG_Timer_Last_Click", "RPG_Timer_Page_Submit", "RPG_Timer_Click_Count", "Game_Code_HH", "Game_Code_HL", "Game_Code_LH", "Game_Code_LL", "T2_Heart_1", "T2_Valence_1", "T2_Arousal_1", "T2_Dominance_1", "Interact_with_NPC", "Most_Close", "Most_Close_6_TEXT", "IOS", "Single_Immersion", "OTF_Social_World_1", "OTF_Social_World_2", "OTF_Social_World_3", "OTF_Social_World_4", "enjoyment_1", "enjoyment_2", "enjoyment_3R", "enjoyment_4", "enjoyment_5", "PC_Identification_1", "PC_Identification_2", "PC_Identification_3", "PC_Identification_4", "PC_Identification_5", "PC_Identification_6", "Attention_Rejection", "Attention_Sashu", "Attention_Story", "Study_Purpose", "Share_Anything", "Raffle_PC", "Raffle_Enemies", "id", "t_consent_submit", "t_generalInstructions_submit", "t_age_submit", "t_race_submit", "t_hispanic_submit", "t_relationship_submit", "t_gender_submit", "t_sexori_submit", "t_T1Heart_submit", "t_T1Valence_submit", "t_T1Arousal_submit", "t_T1Dominance_submit", "t_rejectionEssayIntro_submit", "t_rejectionEssay_submit", "t_RPGinst_submit", "t_RPGplay_submit", "t_T2Heart_submit", "t_T2Valence_submit", "t_T2Arousal_submit", "t_T2Dominance_submit", "t_intractCharacters_submit", "t_closestCharacter_submit", "t_IOS_submit", "t_PSI_submit", "t_singleImmersion_submit", "t_narrativeEngagement_submit", "t_otfSocialWorld_submit", "t_enjoyment_submit", "t_PCidentification_submit", "t_almostDone_submit", "t_attentionRejection_submit", "t_attentionSashu_submit", "t_attentionStory_submit", "t_studyPurpose_submit", "t_shareAnything_submit", "t_raffle_submit", "attention_rejection_correct", "attention_parasocial_correct", "attention_social_world_correct", "attention_all_correct", "parasocial", "social_world", "debug", "mobile", "raffle_all_correct", "OTF_Social_World", "PC_Identification", "Enjoyment", "Gender_Identity_3GP", "Gender_Identity_2GP_EC", "Race_6GP", "parasocial_MC_group", "parasocial_EC", "social_world_EC"],
"@context": "http://schema.org/",
"@type": "Dataset",
"variableMeasured": [
{
"name": "StartDate",
"description": "Start Date",
"@type": "propertyValue"
},
{
"name": "EndDate",
"description": "End Date",
"@type": "propertyValue"
},
{
"name": "Status",
"description": "Response Type",
"value": "0. IP Address,\n1. Survey Preview,\n2. Survey Test,\n4. Imported,\n8. Spam,\n9. Survey Preview Spam,\n12. Imported Spam,\n16. Offline,\n17. Offline Survey Preview,\n32. EX,\n40. EX Spam,\n48. EX Offline",
"maxValue": 48,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "Progress",
"description": "Progress",
"@type": "propertyValue"
},
{
"name": "Duration__in_seconds_",
"description": "Duration (in seconds)",
"@type": "propertyValue"
},
{
"name": "Finished",
"description": "Finished",
"value": "0. False,\n1. True",
"maxValue": 1,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "RecordedDate",
"description": "Recorded Date",
"@type": "propertyValue"
},
{
"name": "ResponseId",
"description": "Response ID",
"@type": "propertyValue"
},
{
"name": "DistributionChannel",
"description": "Distribution Channel",
"@type": "propertyValue"
},
{
"name": "UserLanguage",
"description": "User Language",
"@type": "propertyValue"
},
{
"name": "Q_RecaptchaScore",
"description": "Q_RecaptchaScore",
"@type": "propertyValue"
},
{
"name": "Age",
"description": "Age",
"@type": "propertyValue"
},
{
"name": "Race",
"@type": "propertyValue"
},
{
"name": "Race_1",
"description": "Race - Selected Choice Native American",
"value": "1. Native American",
"@type": "propertyValue"
},
{
"name": "Race_2",
"description": "Race - Selected Choice Black/African-American",
"value": "1. Black/African-American",
"@type": "propertyValue"
},
{
"name": "Race_3",
"description": "Race - Selected Choice White",
"value": "1. White",
"@type": "propertyValue"
},
{
"name": "Race_4",
"description": "Race - Selected Choice Asian",
"value": "1. Asian",
"@type": "propertyValue"
},
{
"name": "Race_5",
"description": "Race - Selected Choice Pacific Islander",
"value": "1. Pacific Islander",
"@type": "propertyValue"
},
{
"name": "Race_6",
"description": "Race - Selected Choice Prefer to self-describe",
"value": "1. Prefer to self-describe",
"@type": "propertyValue"
},
{
"name": "Race_6_TEXT",
"description": "Race - Prefer to self-describe - Text",
"value": "1. ,\n2. Ashkenazi Jewish,\n3. Chinese,\n4. Hispanic,\n5. Hispanic/Latino,\n6. Jordanian,\n7. Latina,\n8. Latino,\n9. Latino/Latinx/Hispanic,\n10. Middle eastern,\n11. Middle Eastern,\n12. My parents are from Central America but I was born in the U.S.",
"@type": "propertyValue"
},
{
"name": "Hispanic",
"description": "Hispanic",
"value": "1. Yes,\n2. No",
"maxValue": 2,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Relationship",
"description": "Relationship Status - Selected Choice",
"value": "1. Single—not interested in dating,\n2. Single—interested in dating,\n3. Dating Casually,\n4. Dating Exclusively,\n5. Engaged,\n6. Married,\n7. Other (specify):",
"maxValue": 7,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Relationship_7_TEXT",
"description": "Relationship Status - Other (specify): - Text",
"@type": "propertyValue"
},
{
"name": "Gender_Identity",
"@type": "propertyValue"
},
{
"name": "Gender_1",
"description": "Gender - Selected Choice Male",
"value": "1. Male",
"@type": "propertyValue"
},
{
"name": "Gender_2",
"description": "Gender - Selected Choice Female",
"value": "1. Female",
"@type": "propertyValue"
},
{
"name": "Gender_8",
"description": "Gender - Selected Choice Nonbinary",
"value": "1. Nonbinary",
"@type": "propertyValue"
},
{
"name": "Gender_6",
"description": "Gender - Selected Choice Unsure",
"value": "1. Unsure",
"@type": "propertyValue"
},
{
"name": "Gender_7",
"description": "Gender - Selected Choice Prefer to self-describe",
"value": "1. Prefer to self-describe",
"@type": "propertyValue"
},
{
"name": "Gender_7_TEXT",
"description": "Gender - Prefer to self-describe - Text",
"value": "1. ,\n2. Demigirl",
"@type": "propertyValue"
},
{
"name": "Sexori",
"description": "Sexual Orientation - Selected Choice",
"value": "1. Heterosexual,\n2. Gay/lesbian,\n3. Bisexual,\n8. Asexual,\n9. Pansexual,\n5. Unsure,\n6. Prefer to self-describe",
"maxValue": 9,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Sexori_6_TEXT",
"description": "Sexual Orientation - Prefer to self-describe - Text",
"@type": "propertyValue"
},
{
"name": "T1_Heart_1",
"description": "T1 Heart",
"@type": "propertyValue"
},
{
"name": "T1_Valence_1",
"description": "T1 Valence",
"@type": "propertyValue"
},
{
"name": "T1_Arousal_1",
"description": "T1 Arousal",
"@type": "propertyValue"
},
{
"name": "T1_Dominance_1",
"description": "T1 Dominance",
"@type": "propertyValue"
},
{
"name": "Rejection_Essay",
"description": "Write about a time you felt rejected by a close other",
"@type": "propertyValue"
},
{
"name": "Rejection_Timer_First_Click",
"description": "Timing - First Click",
"@type": "propertyValue"
},
{
"name": "Rejection_Timer_Last_Click",
"description": "Timing - Last Click",
"@type": "propertyValue"
},
{
"name": "Rejection_Timer_Page_Submit",
"description": "Timing - Page Submit",
"@type": "propertyValue"
},
{
"name": "Rejection_Timer_Click_Count",
"description": "Timing - Click Count",
"@type": "propertyValue"
},
{
"name": "RPG_Timer_First_Click",
"description": "Timing - First Click",
"@type": "propertyValue"
},
{
"name": "RPG_Timer_Last_Click",
"description": "Timing - Last Click",
"@type": "propertyValue"
},
{
"name": "RPG_Timer_Page_Submit",
"description": "Timing - Page Submit",
"@type": "propertyValue"
},
{
"name": "RPG_Timer_Click_Count",
"description": "Timing - Click Count",
"@type": "propertyValue"
},
{
"name": "Game_Code_HH",
"description": "After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button.",
"@type": "propertyValue"
},
{
"name": "Game_Code_HL",
"description": "After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button.",
"@type": "propertyValue"
},
{
"name": "Game_Code_LH",
"description": "After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button.",
"@type": "propertyValue"
},
{
"name": "Game_Code_LL",
"description": "After finishing the game, you will see a completion code (a 6-digit number). Please enter the code below to show the next button.",
"@type": "propertyValue"
},
{
"name": "T2_Heart_1",
"description": "T2 Heart",
"@type": "propertyValue"
},
{
"name": "T2_Valence_1",
"description": "T2 Valence",
"@type": "propertyValue"
},
{
"name": "T2_Arousal_1",
"description": "T2 Arousal",
"@type": "propertyValue"
},
{
"name": "T2_Dominance_1",
"description": "T2 Dominance",
"@type": "propertyValue"
},
{
"name": "Interact_with_NPC",
"description": "Did you interact with NPCs?",
"value": "1. Yes,\n2. No",
"maxValue": 2,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Most_Close",
"description": "Who did you feel close to? - Selected Choice",
"value": "1. Sashu,\n2. Grandkid,\n3. Elder,\n4. Tenkeisei,\n5. Mother,\n6. Other (please specify)",
"maxValue": 6,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Most_Close_6_TEXT",
"description": "Who did you feel close to? - Other (please specify) - Text",
"@type": "propertyValue"
},
{
"name": "IOS",
"description": "IOS",
"value": "0. 0,\n1. 1,\n2. 2,\n3. 3,\n4. 4,\n5. 5,\n6. 6",
"maxValue": 6,
"minValue": 0,
"@type": "propertyValue"
},
{
"name": "Single_Immersion",
"description": "While playing the game, I felt completely immersed.",
"value": "-3. Strongly disagree -3,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. Strongly agree 3",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "OTF_Social_World_1",
"description": "OTF Social World - The video game presented stories that I immersed myself in",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "OTF_Social_World_2",
"description": "OTF Social World - The video game presented another social world where I felt like I belonged",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "OTF_Social_World_3",
"description": "OTF Social World - The video game had a social narrative that told an engaging story",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "OTF_Social_World_4",
"description": "OTF Social World - I found myself getting “lost” in the game’s story",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "enjoyment_1",
"description": "Enjoyment - I think the game was fun.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "enjoyment_2",
"description": "Enjoyment - I enjoyed playing the game.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "enjoyment_3R",
"description": "Enjoyment - I felt bored while playing the game.",
"value": "3. -3 Strongly disagree,\n2. -2,\n1. -1,\n0. 0,\n-1. 1,\n-2. 2,\n-3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "enjoyment_4",
"description": "Enjoyment - I am likely to recommend this game to others.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "enjoyment_5",
"description": "Enjoyment - If given the chance, I want to play this game again.",
"value": "-3. -3 Strongly disagree,\n-2. -2,\n-1. -1,\n0. 0,\n1. 1,\n2. 2,\n3. 3 Strongly agree",
"maxValue": 3,
"minValue": -3,
"@type": "propertyValue"
},
{
"name": "PC_Identification_1",
"description": "PCI - My character was like me in many ways",
"value": "-2. -2 Strongly disagree,\n-1. -1,\n0. 0,\n1. 1,\n2. 2 Strongly agree",
"maxValue": 2,
"minValue": -2,
"@type": "propertyValue"
},
{
"name": "PC_Identification_2",
"description": "PCI - My character resembled me",
"value": "-2. -2 Strongly disagree,\n-1. -1,\n0. 0,\n1. 1,\n2. 2 Strongly agree",
"maxValue": 2,
"minValue": -2,
"@type": "propertyValue"
},
{
"name": "PC_Identification_3",
"description": "PCI - I identified with my character",
"value": "-2. -2 Strongly disagree,\n-1. -1,\n0. 0,\n1. 1,\n2. 2 Strongly agree",
"maxValue": 2,
"minValue": -2,
"@type": "propertyValue"
},
{
"name": "PC_Identification_4",
"description": "PCI - My character was an extension of myself",
"value": "-2. -2 Strongly disagree,\n-1. -1,\n0. 0,\n1. 1,\n2. 2 Strongly agree",
"maxValue": 2,
"minValue": -2,
"@type": "propertyValue"
},
{
"name": "PC_Identification_5",
"description": "PCI - My character was similar to me",
"value": "-2. -2 Strongly disagree,\n-1. -1,\n0. 0,\n1. 1,\n2. 2 Strongly agree",
"maxValue": 2,
"minValue": -2,
"@type": "propertyValue"
},
{
"name": "PC_Identification_6",
"description": "PCI - I resembled my character",
"value": "-2. -2 Strongly disagree,\n-1. -1,\n0. 0,\n1. 1,\n2. 2 Strongly agree",
"maxValue": 2,
"minValue": -2,
"@type": "propertyValue"
},
{
"name": "Attention_Rejection",
"description": "What did you write in the first essay?",
"value": "1. about a time I felt rejected,\n2. about a time I felt accepted,\n3. about my morning yesterday",
"maxValue": 3,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Attention_Sashu",
"description": "Who was the NPC",
"value": "1. Sashu,\n2. Akiko,\n3. None—I did not see any non-player character who followed me throughout the game",
"maxValue": 3,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Attention_Story",
"description": "What was the story that best represented the game you played?",
"value": "1. Higra answered the emperor's call and became a Samga, fighting for good, defeating the evil boss and reuniting with her mother at the end,\n2. Higra prepared a special dish for grandma's birthday,\n3. Higra battled evil bosses throughout the game, eventually winning, but did not reunite with her mother at the end.",
"maxValue": 3,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Study_Purpose",
"description": "Did you wonder about the purposes?",
"@type": "propertyValue"
},
{
"name": "Share_Anything",
"description": "Is there anything you'd like to share?",
"@type": "propertyValue"
},
{
"name": "Raffle_PC",
"description": "Who was the player character?",
"value": "1. Higra,\n2. Sashu,\n3. Elder",
"maxValue": 3,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "Raffle_Enemies",
"description": "What were the names of the enemies that you were fighting against?",
"value": "1. Ekishin and Gakis,\n2. Dragon and Lizard,\n3. Finch and Elliot",
"maxValue": 3,
"minValue": 1,
"@type": "propertyValue"
},
{
"name": "id",
"description": "id",
"@type": "propertyValue"
},
{
"name": "t_consent_submit",
"description": "t_consent_submit",
"@type": "propertyValue"
},
{
"name": "t_generalInstructions_submit",
"description": "t_generalInstructions_submit",
"@type": "propertyValue"
},
{
"name": "t_age_submit",
"description": "t_age_submit",
"@type": "propertyValue"
},
{
"name": "t_race_submit",
"description": "t_race_submit",
"@type": "propertyValue"
},
{
"name": "t_hispanic_submit",
"description": "t_hispanic_submit",
"@type": "propertyValue"
},
{
"name": "t_relationship_submit",
"description": "t_relationship_submit",
"@type": "propertyValue"
},
{
"name": "t_gender_submit",
"description": "t_gender_submit",
"@type": "propertyValue"
},
{
"name": "t_sexori_submit",
"description": "t_sexori_submit",
"@type": "propertyValue"
},
{
"name": "t_T1Heart_submit",
"description": "t_T1Heart_submit",
"@type": "propertyValue"
},
{
"name": "t_T1Valence_submit",
"description": "t_T1Valence_submit",
"@type": "propertyValue"
},
{
"name": "t_T1Arousal_submit",
"description": "t_T1Arousal_submit",
"@type": "propertyValue"
},
{
"name": "t_T1Dominance_submit",
"description": "t_T1Dominance_submit",
"@type": "propertyValue"
},
{
"name": "t_rejectionEssayIntro_submit",
"description": "t_rejectionEssayIntro_submit",
"@type": "propertyValue"
},
{
"name": "t_rejectionEssay_submit",
"description": "t_rejectionEssay_submit",
"@type": "propertyValue"
},
{
"name": "t_RPGinst_submit",
"description": "t_RPGinst_submit",
"@type": "propertyValue"
},
{
"name": "t_RPGplay_submit",
"description": "t_RPGplay_submit",
"@type": "propertyValue"
},
{
"name": "t_T2Heart_submit",
"description": "t_T2Heart_submit",
"@type": "propertyValue"
},
{
"name": "t_T2Valence_submit",
"description": "t_T2Valence_submit",
"@type": "propertyValue"
},
{
"name": "t_T2Arousal_submit",
"description": "t_T2Arousal_submit",
"@type": "propertyValue"
},
{
"name": "t_T2Dominance_submit",
"description": "t_T2Dominance_submit",
"@type": "propertyValue"
},
{
"name": "t_intractCharacters_submit",
"description": "t_intractCharacters_submit",
"@type": "propertyValue"
},
{
"name": "t_closestCharacter_submit",
"description": "t_closestCharacter_submit",
"@type": "propertyValue"
},
{
"name": "t_IOS_submit",
"description": "t_IOS_submit",
"@type": "propertyValue"
},
{
"name": "t_PSI_submit",
"description": "t_PSI_submit",
"@type": "propertyValue"
},
{
"name": "t_singleImmersion_submit",
"description": "t_singleImmersion_submit",
"@type": "propertyValue"
},
{
"name": "t_narrativeEngagement_submit",
"description": "t_narrativeEngagement_submit",
"@type": "propertyValue"
},
{
"name": "t_otfSocialWorld_submit",
"description": "t_otfSocialWorld_submit",
"@type": "propertyValue"
},
{
"name": "t_enjoyment_submit",
"description": "t_enjoyment_submit",
"@type": "propertyValue"
},
{
"name": "t_PCidentification_submit",
"description": "t_PCidentification_submit",
"@type": "propertyValue"
},
{
"name": "t_almostDone_submit",
"description": "t_almostDone_submit",
"@type": "propertyValue"
},
{
"name": "t_attentionRejection_submit",
"description": "t_attentionRejection_submit",
"@type": "propertyValue"
},
{
"name": "t_attentionSashu_submit",
"description": "t_attentionSashu_submit",
"@type": "propertyValue"
},
{
"name": "t_attentionStory_submit",
"description": "t_attentionStory_submit",
"@type": "propertyValue"
},
{
"name": "t_studyPurpose_submit",
"description": "t_studyPurpose_submit",
"@type": "propertyValue"
},
{
"name": "t_shareAnything_submit",
"description": "t_shareAnything_submit",
"@type": "propertyValue"
},
{
"name": "t_raffle_submit",
"description": "t_raffle_submit",
"@type": "propertyValue"
},
{
"name": "attention_rejection_correct",
"@type": "propertyValue"
},
{
"name": "attention_parasocial_correct",
"@type": "propertyValue"
},
{
"name": "attention_social_world_correct",
"@type": "propertyValue"
},
{
"name": "attention_all_correct",
"@type": "propertyValue"
},
{
"name": "parasocial",
"@type": "propertyValue"
},
{
"name": "social_world",
"@type": "propertyValue"
},
{
"name": "debug",
"description": "debug",
"@type": "propertyValue"
},
{
"name": "mobile",
"description": "mobile",
"@type": "propertyValue"
},
{
"name": "raffle_all_correct",
"description": "raffle_all_correct",
"@type": "propertyValue"
},
{
"name": "OTF_Social_World",
"description": "4 OTF_Social_World items aggregated by rowMeans",
"@type": "propertyValue"
},
{
"name": "PC_Identification",
"description": "6 PC_Identification items aggregated by rowMeans",
"@type": "propertyValue"
},
{
"name": "Enjoyment",
"description": "5 enjoyment items aggregated by rowMeans",
"@type": "propertyValue"
},
{
"name": "Gender_Identity_3GP",
"@type": "propertyValue"
},
{
"name": "Gender_Identity_2GP_EC",
"@type": "propertyValue"
},
{
"name": "Race_6GP",
"@type": "propertyValue"
},
{
"name": "parasocial_MC_group",
"value": "1. No Interaction with NPC,\n2. No Parasocial Relationship with NPC,\n3. Formed Parasocial Relationship with NPC",
"@type": "propertyValue"
},
{
"name": "parasocial_EC",
"@type": "propertyValue"
},
{
"name": "social_world_EC",
"@type": "propertyValue"
}
]
}`
# Save the codebook summary information as csv
s3_codebook_tibble <- codebook_table(s3_df)
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
## Warning in sorted_count(x): Variable contains value(s) of "" that have been
## converted to "empty".
write_csv(s3_codebook_tibble,
here("codebooks", "Study 3 - Codebook Table.csv"))
social_world
Distribution
Distribution of values for social_world
0 missing values.
Summary statistics